Run
1835046

Run 1835046

Task 125958 (Supervised Data Stream Classification) BNG(spambase) Uploaded 26-10-2016 by Jan van Rijn
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Flow

moa.BlastWindowed(2)Moa implementation of BlastWindowed
moa.BlastWindowed(2)_w10
moa.BlastWindowed(2)_bbayes.NaiveBayes,functions.Perceptron,functions.SGD,lazy.kNN,rules.RuleClassifier,trees.HoeffdingOptionTree,trees.RandomHoeffdingTree
moa.BlastWindowed(2)_g1
moa.BlastWindowed(2)_k1
moa.BlastWindowed(2)_pfalse

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.577
Per class
Confusion matrix
F measure
0.5947
Per class
Kappa
0.1749
KB relative information score
305940
Mean absolute error
0.347
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6636
Per class
Predictive accuracy
0.653
Prior entropy
1
Recall
0.653
Per class
Relative absolute error
0.6941
Root mean prior squared error
0.5
Root mean squared error
0.5891
Root relative squared error
1.1782